Fold 0
Model 0 best validation binary_cross_entropy = 0.291358 on epoch 7
Model 0 test binary_cross_entropy = 0.242493
Ensemble test binary_cross_entropy = 0.242493
Fold 1
Model 0 best validation binary_cross_entropy = 0.284855 on epoch 116
Model 0 test binary_cross_entropy = 0.198337
Ensemble test binary_cross_entropy = 0.198337
Fold 2
Model 0 best validation binary_cross_entropy = 0.270032 on epoch 81
Model 0 test binary_cross_entropy = 0.205699
Ensemble test binary_cross_entropy = 0.205699
Fold 3
Model 0 best validation binary_cross_entropy = 0.288288 on epoch 7
Model 0 test binary_cross_entropy = 0.244754
Ensemble test binary_cross_entropy = 0.244754
Fold 4
Model 0 best validation binary_cross_entropy = 0.287189 on epoch 122
Model 0 test binary_cross_entropy = 0.193636
Ensemble test binary_cross_entropy = 0.193636
Fold 5
Model 0 best validation binary_cross_entropy = 0.283916 on epoch 107
Model 0 test binary_cross_entropy = 0.211122
Ensemble test binary_cross_entropy = 0.211122
Fold 6
Model 0 best validation binary_cross_entropy = 0.288250 on epoch 79
Model 0 test binary_cross_entropy = 0.227363
Ensemble test binary_cross_entropy = 0.227363
Fold 7
Model 0 best validation binary_cross_entropy = 0.287578 on epoch 0
Model 0 test binary_cross_entropy = 0.223729
Ensemble test binary_cross_entropy = 0.223729
Fold 8
Model 0 best validation binary_cross_entropy = 0.287546 on epoch 0
Model 0 test binary_cross_entropy = 0.225327
Ensemble test binary_cross_entropy = 0.225327
Fold 9
Model 0 best validation binary_cross_entropy = 0.288900 on epoch 0
Model 0 test binary_cross_entropy = 0.222776
Ensemble test binary_cross_entropy = 0.222776
10-fold cross validation
	Seed 0 ==> test binary_cross_entropy = 0.242493
	Seed 1 ==> test binary_cross_entropy = 0.198337
	Seed 2 ==> test binary_cross_entropy = 0.205699
	Seed 3 ==> test binary_cross_entropy = 0.244754
	Seed 4 ==> test binary_cross_entropy = 0.193636
	Seed 5 ==> test binary_cross_entropy = 0.211122
	Seed 6 ==> test binary_cross_entropy = 0.227363
	Seed 7 ==> test binary_cross_entropy = 0.223729
	Seed 8 ==> test binary_cross_entropy = 0.225327
	Seed 9 ==> test binary_cross_entropy = 0.222776
Overall test binary_cross_entropy = 0.219524 +/- 0.016335
Elapsed time = 0:05:19
Fold 0
Model 0 best validation binary_cross_entropy = 0.291358 on epoch 7
Model 0 test binary_cross_entropy = 0.242493
Ensemble test binary_cross_entropy = 0.242493
Fold 1
Model 0 best validation binary_cross_entropy = 0.284855 on epoch 116
Model 0 test binary_cross_entropy = 0.198337
Ensemble test binary_cross_entropy = 0.198337
Fold 2
Model 0 best validation binary_cross_entropy = 0.270032 on epoch 81
Model 0 test binary_cross_entropy = 0.205699
Ensemble test binary_cross_entropy = 0.205699
Fold 3
Model 0 best validation binary_cross_entropy = 0.288288 on epoch 7
Model 0 test binary_cross_entropy = 0.244754
Ensemble test binary_cross_entropy = 0.244754
Fold 4
Model 0 best validation binary_cross_entropy = 0.287189 on epoch 122
Model 0 test binary_cross_entropy = 0.193636
Ensemble test binary_cross_entropy = 0.193636
Fold 5
Model 0 best validation binary_cross_entropy = 0.283916 on epoch 107
Model 0 test binary_cross_entropy = 0.211122
Ensemble test binary_cross_entropy = 0.211122
Fold 6
Model 0 best validation binary_cross_entropy = 0.288250 on epoch 79
Model 0 test binary_cross_entropy = 0.227363
Ensemble test binary_cross_entropy = 0.227363
Fold 7
Model 0 best validation binary_cross_entropy = 0.287578 on epoch 0
Model 0 test binary_cross_entropy = 0.223729
Ensemble test binary_cross_entropy = 0.223729
Fold 8
Model 0 best validation binary_cross_entropy = 0.287546 on epoch 0
Model 0 test binary_cross_entropy = 0.225327
Ensemble test binary_cross_entropy = 0.225327
Fold 9
Model 0 best validation binary_cross_entropy = 0.288900 on epoch 0
Model 0 test binary_cross_entropy = 0.222776
Ensemble test binary_cross_entropy = 0.222776
10-fold cross validation
	Seed 0 ==> test binary_cross_entropy = 0.242493
	Seed 1 ==> test binary_cross_entropy = 0.198337
	Seed 2 ==> test binary_cross_entropy = 0.205699
	Seed 3 ==> test binary_cross_entropy = 0.244754
	Seed 4 ==> test binary_cross_entropy = 0.193636
	Seed 5 ==> test binary_cross_entropy = 0.211122
	Seed 6 ==> test binary_cross_entropy = 0.227363
	Seed 7 ==> test binary_cross_entropy = 0.223729
	Seed 8 ==> test binary_cross_entropy = 0.225327
	Seed 9 ==> test binary_cross_entropy = 0.222776
Overall test binary_cross_entropy = 0.219524 +/- 0.016335
Elapsed time = 0:05:19
Fold 0
Model 0 best validation binary_cross_entropy = 0.291358 on epoch 7
Model 0 test binary_cross_entropy = 0.242493
Ensemble test binary_cross_entropy = 0.242493
Fold 1
Model 0 best validation binary_cross_entropy = 0.284855 on epoch 116
Model 0 test binary_cross_entropy = 0.198337
Ensemble test binary_cross_entropy = 0.198337
Fold 2
Model 0 best validation binary_cross_entropy = 0.270032 on epoch 81
Model 0 test binary_cross_entropy = 0.205699
Ensemble test binary_cross_entropy = 0.205699
Fold 3
Model 0 best validation binary_cross_entropy = 0.288288 on epoch 7
Model 0 test binary_cross_entropy = 0.244754
Ensemble test binary_cross_entropy = 0.244754
Fold 4
Model 0 best validation binary_cross_entropy = 0.287189 on epoch 122
Model 0 test binary_cross_entropy = 0.193636
Ensemble test binary_cross_entropy = 0.193636
Fold 5
Model 0 best validation binary_cross_entropy = 0.283916 on epoch 107
Model 0 test binary_cross_entropy = 0.211122
Ensemble test binary_cross_entropy = 0.211122
Fold 6
Model 0 best validation binary_cross_entropy = 0.288250 on epoch 79
Model 0 test binary_cross_entropy = 0.227363
Ensemble test binary_cross_entropy = 0.227363
Fold 7
Model 0 best validation binary_cross_entropy = 0.287578 on epoch 0
Model 0 test binary_cross_entropy = 0.223729
Ensemble test binary_cross_entropy = 0.223729
Fold 8
Model 0 best validation binary_cross_entropy = 0.287546 on epoch 0
Model 0 test binary_cross_entropy = 0.225327
Ensemble test binary_cross_entropy = 0.225327
Fold 9
Model 0 best validation binary_cross_entropy = 0.288900 on epoch 0
Model 0 test binary_cross_entropy = 0.222776
Ensemble test binary_cross_entropy = 0.222776
10-fold cross validation
	Seed 0 ==> test binary_cross_entropy = 0.242493
	Seed 1 ==> test binary_cross_entropy = 0.198337
	Seed 2 ==> test binary_cross_entropy = 0.205699
	Seed 3 ==> test binary_cross_entropy = 0.244754
	Seed 4 ==> test binary_cross_entropy = 0.193636
	Seed 5 ==> test binary_cross_entropy = 0.211122
	Seed 6 ==> test binary_cross_entropy = 0.227363
	Seed 7 ==> test binary_cross_entropy = 0.223729
	Seed 8 ==> test binary_cross_entropy = 0.225327
	Seed 9 ==> test binary_cross_entropy = 0.222776
Overall test binary_cross_entropy = 0.219524 +/- 0.016335
Elapsed time = 0:06:37
